app.py

import streamlit as st
from modules.simulator import simulate_data
from modules.filters import apply_filters
from modules.visuals import display_dashboard, display_heatmap
from modules.ai_engine import AIEngine

st.set_page_config(page_title="Pole Monitoring Dashboard", layout="wide")
st.title("📡 Pole Monitoring - Real-Time Simulation")

st.sidebar.header("🛠️ Simulation Controls")
num_poles = st.sidebar.slider("Number of Poles", min_value=5, max_value=50, value=10)
simulate_faults = st.sidebar.checkbox("Simulate Random Faults", value=True)

# Simulate pole data
df = simulate_data(num_poles, simulate_faults)

# AI predictions (optional)
ai_engine = AIEngine()
df = ai_engine.predict_health(df)

st.sidebar.header("📂 Filter Data")
alert_filter = st.sidebar.multiselect("Alert Level", ["Green", "Yellow", "Red"], default=["Green", "Yellow", "Red"])
filtered_df = apply_filters(df, alert_filter)

# Dashboard and Heatmap Display
display_dashboard(filtered_df)
display_heatmap(filtered_df)

st.subheader("📋 Pole Monitoring Table")
st.dataframe(filtered_df, use_container_width=True)